[pre-commit.ci] pre-commit autoupdate

[pre-commit-ci[bot]]

updates:

• github.com/pre-commit/pre-commit-hooks: v4.5.0 → v4.6.0
• github.com/psf/black: 23.12.1 → 24.8.0
• github.com/PyCQA/flake8: 7.0.0 → 7.1.1
• github.com/pre-commit/mirrors-prettier: v3.1.0 → v4.0.0-alpha.8
• github.com/nbQA-dev/nbQA: 1.7.1 → 1.8.7

[github-actions[bot]]

👋 Thanks for opening this PR! The Cookbook will be automatically built with GitHub Actions. To see the status of your deployment, click below. 🔍 Git commit SHA: 21eac33ae49f336723bc9bcf61595b1f584f8862 ✅ Deployment Preview URL: https://ProjectPythia.github.io/cookbook-template/_preview/199